Triple
T2131377
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Libyan National Army |
E46545
|
entity |
| Predicate | targets |
P860
|
FINISHED |
| Object | Ansar al-Sharia in Libya |
E47032
|
NE FINISHED |
How this triple was built (2 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Ansar al-Sharia in Libya | Statement: [Libyan National Army, targets, Ansar al-Sharia in Libya]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ansar al-Sharia in Libya Context triple: [Libyan National Army, targets, Ansar al-Sharia in Libya]
-
A.
Ansar al-Sharia in Libya
chosen
Ansar al-Sharia in Libya is a Salafi-jihadist militant group known for its role in post-Gaddafi instability, including the 2012 Benghazi attack and participation in Libya’s subsequent conflicts.
-
B.
Islamic State – Libya Province
Islamic State – Libya Province is a regional affiliate of the Islamic State group that conducts insurgent and terrorist activities within Libya.
-
C.
Al-Qaeda in the Islamic Maghreb
Al-Qaeda in the Islamic Maghreb is a jihadist militant organization active across North and West Africa, known for insurgency, terrorism, and kidnappings in the Sahel region.
-
D.
Islamic State – Sinai Province
Islamic State – Sinai Province is a militant jihadist group based in Egypt’s Sinai Peninsula that operates as a regional affiliate of the Islamic State organization.
-
E.
Ansar Dine
Ansar Dine is a Mali-based Islamist militant group linked to al-Qaeda that has sought to impose strict Sharia law and played a major role in the 2012 insurgency in northern Mali.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69a88a1626548190ae59a5028c3baa8e |
completed | March 4, 2026, 7:37 p.m. |
| NER | Named-entity recognition | batch_69abbb79f21881909ad8d1a09c1f29fd |
completed | March 7, 2026, 5:45 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae51a82a7c8190bc6737034d01f176 |
completed | March 9, 2026, 4:50 a.m. |
Created at: March 4, 2026, 7:44 p.m.